Thiago F. Covoes

16 papers B 2C 2Misc 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2018 B conf
Classification with Multi-Modal Classes Using Evolutionary Algorithms and Constrained Clustering.
CEC
Thiago F. Covoes, Eduardo R. Hruschka
2016 J jnl
Evolving Gaussian Mixture Models with Splitting and Merging Mutation Operators.
Evol. Comput.
Thiago F. Covoes, Eduardo Raul Hruschka, Joydeep Ghosh
2013 J jnl
A study of K-Means-based algorithms for constrained clustering.
Intell. Data Anal.
Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh
2013 J jnl
Competitive Learning With Pairwise Constraints.
IEEE Trans. Neural Networks Learn. Syst.
Thiago F. Covoes, Eduardo R. Hruschka, Joydeep Ghosh
2013 J jnl
Hierarchical Bottom-Up Safe Semi-Supervised Support Vector Machines for Multi-Class Transductive Learning.
J. Inf. Data Manag.
Thiago F. Covoes, Rodrigo C. Barros, Tiago Silva da Silva, Eduardo R. Hruschka, André Carlos Ponce de Leon Ferreira de Carvalho
2013 B conf
Unsupervised learning of Gaussian Mixture Models: Evolutionary Create and Eliminate for Expectation Maximization algorithm.
IEEE Congress on Evolutionary Computation
Thiago F. Covoes, Eduardo R. Hruschka
2012 — conf
A Semi-supervised Approach to Estimate the Number of Clusters per Class.
SBRN
Davidson M. Sestaro, Thiago F. Covoes, Eduardo R. Hruschka
2011 — conf
Splitting and Merging Gaussian Mixture Model Components: An Evolutionary Approach.
ICMLA (1)
Thiago F. Covoes, Eduardo R. Hruschka
2011 J jnl
Towards improving cluster-based feature selection with a simplified silhouette filter.
Inf. Sci.
Thiago F. Covoes, Eduardo R. Hruschka
2010 — conf
A Comparative Study on the Use of Correlation Coefficients for Redundant Feature Elimination.
SBRN
Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Thiago F. Covoes, Eduardo R. Hruschka
2010 — conf
Fuzzy Clustering-Based Filter.
IPMU (1)
Luiz F. S. Coletta, Eduardo R. Hruschka, Thiago F. Covoes, Ricardo J. G. B. Campello
2009 Misc conf
A Cluster-Based Feature Selection Approach.
HAIS
Thiago F. Covoes, Eduardo R. Hruschka, Leandro Nunes de Castro, Átila M. Santos
2009 C conf
An Experimental Study on Unsupervised Clustering-Based Feature Selection Methods.
ISDA
Thiago F. Covoes, Eduardo R. Hruschka
2006 J jnl
Bayesian Feature Selection for Clustering Problems.
J. Inf. Knowl. Manag.
Eduardo R. Hruschka, Estevam R. Hruschka Jr., Thiago F. Covoes, Nelson F. F. Ebecken
2005 — conf
Feature Selection for Cluster Analysis: an Approach Based on the Simplified Silhouette Criterion.
CIMCA/IAWTIC
Eduardo R. Hruschka, Thiago F. Covoes
2005 C conf
Feature Selection for Clustering Problems: a Hybrid Algorithm that Iterates Between k-means and a Bayesian Filter.
HIS
Eduardo R. Hruschka, Thiago F. Covoes, Estevam R. Hruschka Jr., Nelson F. F. Ebecken